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This book addresses several important aspects of complex automated
negotiations and introduces a number of modern approaches for
facilitating agents to conduct complex negotiations. It
demonstrates that autonomous negotiation is one of the most
important areas in the field of autonomous agents and multi-agent
systems. Further, it presents complex automated negotiation
scenarios that involve negotiation encounters that may have, for
instance, a large number of agents, a large number of issues with
strong interdependencies and/or real-time constraints.
This book covers recent advances in Complex Automated Negotiations
as a widely studied emerging area in the field of Autonomous Agents
and Multi-Agent Systems. The book includes selected revised and
extended papers from the 7th International Workshop on Agent-Based
Complex Automated Negotiation (ACAN2014), which was held in Paris,
France, in May 2014. The book also includes brief introductions
about Agent-based Complex Automated Negotiation which are based on
tutorials provided in the workshop, and brief summaries and
descriptions about the ANAC'14 (Automated Negotiating Agents
Competition) competition, where authors of selected finalist agents
explain the strategies and the ideas used by them. The book is
targeted to academic and industrial researchers in various
communities of autonomous agents and multi-agent systems, such as
agreement technology, mechanism design, electronic commerce,
related areas, as well as graduate, undergraduate, and PhD students
working in those areas or having interest in them.
This book provides a description of advanced multi-agent and
artificial intelligence technologies for the modeling and
simulation of complex systems, as well as an overview of the latest
scientific efforts in this field. A complex system features a large
number of interacting components, whose aggregate activities are
nonlinear and self-organized. A multi-agent system is a group or
society of agents which interact with others cooperatively and/or
competitively in order to reach their individual or common goals.
Multi-agent systems are suitable for modeling and simulation of
complex systems, which is difficult to accomplish using traditional
computational approaches.
This book addresses several important aspects of complex automated
negotiations and introduces a number of modern approaches for
facilitating agents to conduct complex negotiations. It
demonstrates that autonomous negotiation is one of the most
important areas in the field of autonomous agents and multi-agent
systems. Further, it presents complex automated negotiation
scenarios that involve negotiation encounters that may have, for
instance, a large number of agents, a large number of issues with
strong interdependencies and/or real-time constraints.
This book provides a description of advanced multi-agent and
artificial intelligence technologies for the modeling and
simulation of complex systems, as well as an overview of the latest
scientific efforts in this field. A complex system features a large
number of interacting components, whose aggregate activities are
nonlinear and self-organized. A multi-agent system is a group or
society of agents which interact with others cooperatively and/or
competitively in order to reach their individual or common goals.
Multi-agent systems are suitable for modeling and simulation of
complex systems, which is difficult to accomplish using traditional
computational approaches.
This book focuses on automated negotiations based on multi-agent
systems. It is intended for researchers and students in various
fields involving autonomous agents and multi-agent systems, such as
e-commerce tools, decision-making and negotiation support systems,
and collaboration tools. The contents will help them to understand
the concept of automated negotiations, negotiation protocols,
negotiating agents’ strategies, and the applications of those
strategies. In this book, some negotiation protocols focusing on
the multiple interdependent issues in negotiations are presented,
making it possible to find high-quality solutions for the complex
agents’ utility functions. This book is a compilation of the
extended versions of the very best papers selected from the many
that were presented at the International Workshop on Agent-Based
Complex Automated Negotiations.
This book focuses on all aspects of complex automated negotiations,
which are studied in the field of autonomous agents and multi-agent
systems. This book consists of two parts. I: Agent-Based Complex
Automated Negotiations and II: Automated Negotiation Agents
Competition. The chapters in Part I are extended versions of papers
presented at the 2012 international workshop on Agent-Based Complex
Automated Negotiation (ACAN), after peer reviews by three Program
Committee members. Part II examines in detail ANAC 2012 (The Third
Automated Negotiating Agents Competition), in which automated
agents that have different negotiation strategies and are
implemented by different developers are automatically negotiated in
the several negotiation domains. ANAC is an international
competition in which automated negotiation strategies, submitted by
a number of universities and research institutes across the world,
are evaluated in tournament style. The purpose of the competition
is to steer the research in the area of bilateral multi-issue,
closed negotiation. This book also includes the rules, results,
agents and domain descriptions for ANAC 2011 as submitted by the
organizers and finalists.
This book covers recent advances in Complex Automated Negotiations
as a widely studied emerging area in the field of Autonomous Agents
and Multi-Agent Systems. The book includes selected revised and
extended papers from the 7th International Workshop on Agent-Based
Complex Automated Negotiation (ACAN2014), which was held in Paris,
France, in May 2014. The book also includes brief introductions
about Agent-based Complex Automated Negotiation which are based on
tutorials provided in the workshop, and brief summaries and
descriptions about the ANAC'14 (Automated Negotiating Agents
Competition) competition, where authors of selected finalist agents
explain the strategies and the ideas used by them. The book is
targeted to academic and industrial researchers in various
communities of autonomous agents and multi-agent systems, such as
agreement technology, mechanism design, electronic commerce,
related areas, as well as graduate, undergraduate, and PhD students
working in those areas or having interest in them.
This book focuses on automated negotiations based on multi-agent
systems. It is intended for researchers and students in various
fields involving autonomous agents and multi-agent systems, such as
e-commerce tools, decision-making and negotiation support systems,
and collaboration tools. The contents will help them to understand
the concept of automated negotiations, negotiation protocols,
negotiating agents' strategies, and the applications of those
strategies. In this book, some negotiation protocols focusing on
the multiple interdependent issues in negotiations are presented,
making it possible to find high-quality solutions for the complex
agents' utility functions. This book is a compilation of the
extended versions of the very best papers selected from the many
that were presented at the International Workshop on Agent-Based
Complex Automated Negotiations.
This book focuses on all aspects of complex automated
negotiations, which are studied in the field of autonomous agents
and multi-agent systems. This book consists of two parts. I:
Agent-Based Complex Automated Negotiations and II: Automated
Negotiation Agents Competition. The chapters in Part I are extended
versions of papers presented at the 2012 international workshop on
Agent-Based Complex Automated Negotiation (ACAN), after peer
reviews by three Program Committee members. Part II examines in
detail ANAC 2012 (The Third Automated Negotiating Agents
Competition), in which automated agents that have different
negotiation strategies and are implemented by different developers
are automatically negotiated in the several negotiation domains.
ANAC is an international competition in which automated negotiation
strategies, submitted by a number of universities and research
institutes across the world, are evaluated in tournament style. The
purpose of the competition is to steer the research in the area of
bilateral multi-issue, closed negotiation. This book also includes
the rules, results, agents and domain descriptions for ANAC 2011 as
submitted by the organizers and finalists.
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